# devflowinc/trieve

All-in-one platform for search, recommendations, RAG, and analytics offered via API

Repository: https://github.com/devflowinc/trieve
Canonical: https://ross.abutalabs.com/products/trieve
Homepage: https://trieve.ai
Language: Rust
License: MIT
License Family: permissive
Topics: actix-web, diesel, postgresql, qdrant, qdrant-vector-database, rust, search, search-engine, embedding, llm, rag, retrieval-augmented-generation, solidjs, tailwindcss, actix, ai, artificial-intelligence, vector-search, hacktoberfest
Last push: 2026-01-25T23:25:46+00:00

## Health v2 (maintenance only)
Score: 61/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 64, release rhythm 40, longevity 89
- inputs: {"age_days": 1256, "days_push": 220, "days_rel": 544, "gap_med": 18, "n_releases_24m": 6}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2717, forks 252 (observed 2026-08-28T04:07:12.122720+00:00)

## What it is
Trieve is an all-in-one API platform for semantic vector search, typo-tolerant full-text and neural search, recommendations, RAG, and analytics. It is built in Rust with Qdrant and PostgreSQL, and can be used via hosted API or self-hosted in a VPC with Docker Compose or Kubernetes.

## Use cases
- add semantic search to my app
- build a RAG chatbot over my documents
- search pdfs with embeddings
- recommendation engine via api
- self-host a vector search service
- typo-tolerant full-text search
- analytics for search queries

## When to choose
- you want search, recommendations, and RAG from a single API
- you need self-hosting in your own VPC or on-prem
- you want hybrid dense vector and SPLADE full-text search out of the box

## When to avoid
- you only need a lightweight embedded vector store inside your app
- you want a fully managed service from a large cloud vendor
- you need a simple keyword-only search without embeddings infrastructure

## Facets
- artifact type: service
- maturity: active
- function: search-engine, vector-database, rag, llm-inference, analytics, api-framework
- domain: artificial-intelligence, large-language-models, apis, self-hosted
- platform: self-hosted, cloud
- tags: semantic-search, recommendations, qdrant, splade, hybrid-search, mcp-server, rust, api-platform, embedding, search, retrieval-augmented-generation, docker, kubernetes, web-server

## Member repositories
- devflowinc/trieve (main) score 61

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:12.122720+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:15:19.957810+00:00, confidence not recorded.
  - readme: https://github.com/devflowinc/trieve (fetched 2026-08-28T04:07:12.122720+00:00, sha 78f081e85f5e)
- Data as of 2026-08-30T08:39:29.467469+00:00.